Liora™ — Validate Your Business Idea with AI
✦ AI Productization Lab

Know if your idea
is worth building.

Liora gives you your complete A.I.M. Score™ and Business Blueprint in one document — your market position, revenue model, pricing strategy, and 90-day launch plan. Built around your specific idea.

One-time payment  ·  Instant access  ·  No subscription
Trusted by builders in 40+ countries
30 seconds to your full report
Saves $20K+ in mistakes on average
vs. $3K–$8K with a consultant
What's inside your document
A.I.M. Score™
AI Idea Market Score · scored out of 100 across 3 weighted axes
Business Blueprint
Full plan — P.A.C.E. model, V.A.M. pricing, 90-day action plan, automation map

One document. Two complete analyses.

Your A.I.M. Score tells you whether to build. Your Business Blueprint tells you exactly how.

Part One
A.I.M. Score™
AI Idea Market Score

A rigorous, weighted analysis of your idea across three axes — market accessibility, income potential, and solo manageability. No inflation. No vague encouragement. Just the honest number.

  • A — Addressability score (35% weight) — how reachable is your market
  • I — Income Potential score (40% weight) — real revenue ceiling for this idea
  • M — Manageability score (25% weight) — can one person actually run this
  • Named real competitors and the gap you can own
  • Biggest risk for this specific idea, and how to mitigate it
  • Composite A.I.M. score out of 100 with viability verdict
Part Two
Business Blueprint
Your complete launch framework

Once you know the idea is viable, the Blueprint gives you everything to launch it — revenue model, pricing strategy, automation map, and a week-by-week plan for the next 90 days.

  • P.A.C.E. Model™ — your real monthly revenue, net profit and 12-month projection
  • V.A.M. Pricing™ — the exact price that maximises your margin
  • Live scenario testing — raise price, add clients, cut costs, see outcomes instantly
  • Automation Map — which tasks to hand to AI from day one
  • 90-day action plan — week-by-week, built around your idea
  • PDF export — investor-ready, shareable report
Delivered together
A.I.M. Score first — then your Blueprint follows immediately. One seamless document, one payment, built specifically for your idea.

What each tool actually does

No jargon. Exactly what you get and why it matters.

A.I.M. Score™
AI Idea Market Score
Our AI reads your specific idea and scores it out of 100 across market size, competition, timing and solo manageability. Every analysis is unique — no generic templates.
P.A.C.E. Model™
Profit-Adjusted Capacity Estimator
Enter your price, capacity and costs. Liora returns your real monthly revenue, net profit, effective hourly rate and a 12-month growth projection chart.
V.A.M. Pricing™
Value-Adjusted Margin Formula
Most entrepreneurs underprice by 30–40%. V.A.M. finds the exact price point that maximises your earnings without losing buyers — specific to your idea and market.
Scenario Testing
Live what-if modelling
Raise price 20%, add 5 clients, cut costs by 15% — adjust sliders and see the exact financial outcome instantly. Make strategic decisions with real numbers.
Automation Map
AI workflow recommendations
Liora identifies which parts of your specific business can run on autopilot from day one — saving 15–20 hours per week and reducing operational costs from the start.
PDF Export
Investor-ready report
Download your complete A.I.M. Score + Business Blueprint as a polished PDF — clean enough to share with partners, lenders or investors without editing.
Inside the dashboard
Here's what you're unlocking
Your complete document, live and interactive the moment you pay.
A.I.M. Score
Blueprint
P.A.C.E. Revenue
V.A.M. Pricing
Scenarios
70
A.I.M.™
AI Idea Market Score
Subscription platform for returning professionals
Promising Viability
Score Breakdown
A — Addressability72/100
I — Income Potential68/100
M — Manageability74/100
Market Gap
Your Edge
90-Day Action Plan
Week 1–4
Foundation
Week 5–8
Launch
Week 9–12
Scale
Monthly Revenue
$8,400
Net Profit
$6,720
Hourly Rate
$84
12-Month Growth Projection
Your Optimal Price
$197
per client / per project
Floor
$127
Sweet Spot
$197
Ceiling
$297
What if you...
Raise price by 20%+$1,680/mo
Add 5 clients/month+$985/mo
Cut costs by 15%+$420/mo

How Liora works

From idea to full business blueprint in four steps.

1
Describe your idea
Type your business idea after paying. The more specific, the sharper the analysis.
2
Liora scores it
30 seconds. Real AI analysis. Your A.I.M. Score across all three weighted axes.
3
Your Blueprint follows
Immediately after your score, your full Business Blueprint is generated — revenue model, pricing, automation map, action plan.
4
Export and build
Download your PDF. Use it to launch, pitch or plan. Yours forever — no expiry.
The Real Cost of Guessing

$77 vs. the $20K mistake
you almost made.

90% of AI startups fail because they skip validation. See exactly how much Liora saves you — based on your profile and where your idea is right now.

$20K+
avg. losses avoided
per idea (SaaS founders)
30 sec
to validate vs.
months building blind
85%+
validation accuracy vs.
50% when guessing
$77
vs. $3K–$8K for
a consultant
Your Personal Savings Calculator
SaaS Founder
Freelancer / Coach
Agency
Startup / Investor-ready
Bad build / wasted tools avoided$15,000
Validation consultant fees avoided$3,000
Wasted ad spend avoided$1,500
Strategy report (consultant rate)$1,000
Time saved3–4 months
Your estimated savings
saves you 266x what you spend
$20,500
Stop guessing. Know before you build.
Your complete A.I.M. Score + Business Blueprint for just $77 once.
Get Full Access — $77 →

One price. Yours forever.

No subscription. No monthly fees. Pay once, use Liora for life.

✦ Everything Included
Full Access
Was $147
$77
One-time payment  ·  No subscription  ·  Yours forever
  • A.I.M. Score™ — weighted analysis out of 100
  • Full Business Blueprint — built for your idea
  • P.A.C.E. Revenue Model™ — real monthly projections
  • V.A.M. Pricing Formula™ — your optimal price point
  • Live scenario testing — what-if financial modelling
  • Automation Map — AI workflow recommendations
  • 90-day action plan — week-by-week launch guide
  • PDF export — investor-ready report
🔒 Secure payment via Stripe  ·  Instant dashboard access  ·  No refunds
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